Choose healthy fats from whole foods such as avocados, nuts, seeds, fish and olives. Choose vegetable oils such as olive, canola, avocado, and grapeseed oils instead of butter, lard, shortening, palm and coconut oils. Choose fatty fish such as salmon, sardines, mackerel, herring, trout and light tuna twice a week.